About the use of fuzzy clustering techniques for fuzzy model identification
In this work we present an alternative approach to generate fuzzy rules with a functional consequent associated to the TSK fuzzy model. In our case, using fuzzy clustering algorithms that look for linear behaviours in the product space of the input-output data, we analyse different methods to genera...
Saved in:
| Published in | Fuzzy sets and systems Vol. 106; no. 2; pp. 179 - 188 |
|---|---|
| Main Authors | , , |
| Format | Journal Article |
| Language | English |
| Published |
Amsterdam
Elsevier B.V
01.09.1999
Elsevier |
| Subjects | |
| Online Access | Get full text |
Cover
Loading…
| Abstract | In this work we present an alternative approach to generate fuzzy rules with a functional consequent associated to the TSK fuzzy model. In our case, using fuzzy clustering algorithms that look for linear behaviours in the product space of the input-output data, we analyse different methods to generate the associated fuzzy rules using in some cases multidimensional reference fuzzy sets in the product space of the input variables and in other cases fuzzy sets in each of the different dimensions. In any case the rules being generated correspond to a TSK fuzzy model. |
|---|---|
| AbstractList | In this work we present an alternative approach to generate fuzzy rules with a functional consequent associated to the TSK fuzzy model. In our case, using fuzzy clustering algorithms that look for linear behaviours in the product space of the input-output data, we analyse different methods to generate the associated fuzzy rules using in some cases multidimensional reference fuzzy sets in the product space of the input variables and in other cases fuzzy sets in each of the different dimensions. In any case the rules being generated correspond to a TSK fuzzy model. |
| Author | Gómez-Skarmeta, A.F. Vila, M.A. Delgado, M. |
| Author_xml | – sequence: 1 givenname: A.F. surname: Gómez-Skarmeta fullname: Gómez-Skarmeta, A.F. email: skarmeta@dif.um.es organization: Dept. Informática y Sistenas, Universidad de Murcia, Apartado Correas 4021, 30001 Murcia, Spain – sequence: 2 givenname: M. surname: Delgado fullname: Delgado, M. organization: Dept. Ciencias de la Computación e Inteligencia Artificial, Universidad de Granada, Spain – sequence: 3 givenname: M.A. surname: Vila fullname: Vila, M.A. organization: Dept. Ciencias de la Computación e Inteligencia Artificial, Universidad de Granada, Spain |
| BackLink | http://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=1984263$$DView record in Pascal Francis |
| BookMark | eNqFUMtOwzAQtFCRaAufgOQDBzgE7DhOnBOqKl6iEgfgbDnOmhq1drEdpPbrSR-CI5fdlWZmd2dGaOC8A4TOKbmmhJY3r33hGaG0uKyrK0Lyqsz4ERpSUeVZKQgdoOEv5QSNYvwkpJ9LMkTPk8Z3Cac54C4C9gabbrNZY73oYoJg3QdOoOfOfnUQsfHhgC99CwtsW3DJGqtVst6domOjFhHODn2M3u_v3qaP2ezl4Wk6mWW6IHnKDAFQ3FAhmgbqouE5adtGN5xRQRVVFTCuhKrrGlQjTI-VglWMkZwWrP-ajRHf79XBxxjAyFWwSxXWkhK5TUTuEpFbu7Ku5C4RyXvdxV63UlGrhQnKaRv_xLUo8pL1tNs9DXoP3xaCjNqC09DaADrJ1tt_Dv0AD4x3wg |
| CODEN | FSSYD8 |
| CitedBy_id | crossref_primary_10_1016_j_ins_2008_05_013 crossref_primary_10_1007_s40747_024_01534_9 crossref_primary_10_1016_S0165_0114_03_00307_5 crossref_primary_10_1016_j_eswa_2006_07_006 crossref_primary_10_1016_j_jisa_2021_102793 crossref_primary_10_1016_S0965_9978_03_00034_6 crossref_primary_10_3233_AIS_210612 crossref_primary_10_1080_00207720903225526 crossref_primary_10_1007_s00500_005_0478_8 crossref_primary_10_1016_j_asoc_2009_02_007 crossref_primary_10_1016_j_ijepes_2016_04_032 crossref_primary_10_1016_j_neucom_2011_08_023 crossref_primary_10_1016_j_mcm_2011_06_052 crossref_primary_10_1080_01605682_2019_1650626 crossref_primary_10_2478_v10006_010_0025_3 crossref_primary_10_1080_01430750_2021_1969272 crossref_primary_10_1007_s00521_006_0070_x crossref_primary_10_1016_S0888_613X_01_00027_5 crossref_primary_10_1016_j_eswa_2007_12_068 crossref_primary_10_5370_JEET_2008_3_1_001 crossref_primary_10_1016_S0020_0255_02_00175_5 crossref_primary_10_1016_j_eswa_2006_09_006 crossref_primary_10_1016_j_apm_2008_08_022 crossref_primary_10_1016_S0933_3657_01_00096_3 crossref_primary_10_1007_s11768_005_0040_3 crossref_primary_10_1016_j_apm_2010_09_023 crossref_primary_10_1016_j_fss_2016_03_005 crossref_primary_10_1109_TIE_2006_878300 crossref_primary_10_1016_j_ijar_2005_08_002 crossref_primary_10_3156_jfuzzy_13_3_19 crossref_primary_10_1109_TIE_2007_894714 crossref_primary_10_1016_j_advengsoft_2009_01_029 crossref_primary_10_1016_j_ins_2014_10_008 crossref_primary_10_3156_jfuzzy_13_3_98 crossref_primary_10_3233_IFS_151998 crossref_primary_10_1016_j_eswa_2014_09_029 crossref_primary_10_1109_TFUZZ_2005_861620 crossref_primary_10_1109_TFUZZ_2002_803495 crossref_primary_10_1016_j_ins_2004_02_001 crossref_primary_10_1109_TFUZZ_2019_2939989 crossref_primary_10_1109_TFUZZ_2014_2300134 crossref_primary_10_1002_acs_1089 crossref_primary_10_1109_TFUZZ_2014_2321594 crossref_primary_10_1016_j_simpat_2007_07_001 crossref_primary_10_1016_S0098_1354_01_00762_1 crossref_primary_10_1109_TSMCA_2005_855755 crossref_primary_10_1016_j_neucom_2009_06_013 crossref_primary_10_1109_TFUZZ_2011_2161612 crossref_primary_10_1016_j_egyr_2022_07_054 crossref_primary_10_1016_j_fss_2004_04_013 crossref_primary_10_1109_TNN_2004_837785 crossref_primary_10_1109_TNNLS_2015_2451535 crossref_primary_10_3182_20100705_3_BE_2011_00144 crossref_primary_10_5302_J_ICROS_2002_8_2_126 crossref_primary_10_5391_JKIIS_2002_12_4_334 crossref_primary_10_1007_s11063_019_10071_3 crossref_primary_10_1142_S0219622017500304 crossref_primary_10_1109_TIM_2007_908138 crossref_primary_10_4236_cs_2016_74026 crossref_primary_10_1016_j_artmed_2007_09_004 crossref_primary_10_5370_JEET_2008_3_1_101 crossref_primary_10_1016_j_engappai_2004_04_011 crossref_primary_10_1016_S1474_6670_17_34328_8 crossref_primary_10_1016_S0045_7906_02_00045_9 crossref_primary_10_3182_20080706_5_KR_1001_01087 crossref_primary_10_4304_jcp_7_6_1511_1518 crossref_primary_10_1016_j_simpat_2007_09_001 crossref_primary_10_1016_j_asoc_2011_08_039 crossref_primary_10_1049_iet_cta_20060415 crossref_primary_10_1016_j_ijar_2006_01_003 crossref_primary_10_1007_s10846_005_4514_9 crossref_primary_10_1016_j_ijepes_2015_05_029 crossref_primary_10_1016_j_engappai_2005_01_008 crossref_primary_10_1108_03321640310459199 crossref_primary_10_1016_S0959_1524_02_00120_8 crossref_primary_10_1002_etep_2270 crossref_primary_10_1016_j_fss_2006_04_007 crossref_primary_10_1109_TLA_2009_5349046 crossref_primary_10_1007_s40815_016_0290_x crossref_primary_10_1109_TFUZZ_2002_805891 crossref_primary_10_3182_20110828_6_IT_1002_03636 |
| Cites_doi | 10.1016/0888-613X(94)00033-Y 10.1109/34.192473 10.1016/0165-0114(95)00350-9 10.1016/0165-0114(93)90273-K 10.1016/0165-0114(93)90473-U 10.1016/0165-0114(95)00140-9 10.1109/TSMC.1985.6313399 10.1016/0165-0114(94)90111-2 10.1016/0165-0114(80)90062-7 10.1109/91.227387 10.1109/TFUZZ.1993.390281 10.1109/91.413232 10.1016/0020-0255(92)90035-7 10.1016/S0020-7373(76)80028-4 10.1109/3477.517030 10.1016/0165-0114(93)90024-C 10.1016/0165-0114(84)90015-0 10.1109/21.247902 10.1109/91.251928 10.1016/0165-0114(91)90110-C 10.1016/0165-0114(92)90263-4 10.1109/3477.484441 10.1016/0165-0114(95)00151-4 10.1016/0165-0114(94)90312-3 |
| ContentType | Journal Article |
| Copyright | 1999 1999 INIST-CNRS |
| Copyright_xml | – notice: 1999 – notice: 1999 INIST-CNRS |
| DBID | IQODW AAYXX CITATION |
| DOI | 10.1016/S0165-0114(97)00276-5 |
| DatabaseName | Pascal-Francis CrossRef |
| DatabaseTitle | CrossRef |
| DatabaseTitleList | |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Mathematics Applied Sciences Statistics |
| EISSN | 1872-6801 |
| EndPage | 188 |
| ExternalDocumentID | 10_1016_S0165_0114_97_00276_5 1984263 S0165011497002765 |
| GroupedDBID | --K --M -~X .DC .~1 0R~ 1B1 1OL 1RT 1~. 1~5 29H 4.4 457 4G. 5VS 7-5 71M 8P~ 9JN 9JO AAAKF AAAKG AABNK AACTN AAEDT AAEDW AAIAV AAIKJ AAKOC AALRI AAOAW AAQFI AAQXK AARIN AAXUO AAYFN ABAOU ABBOA ABEFU ABFNM ABJNI ABMAC ABUCO ABXDB ABYKQ ACAZW ACDAQ ACGFS ACNCT ACNNM ACRLP ACZNC ADBBV ADEZE ADGUI ADJOM ADMUD ADTZH AEBSH AECPX AEKER AENEX AFKWA AFTJW AGHFR AGUBO AGYEJ AHHHB AHJVU AHZHX AI. AIALX AIEXJ AIGVJ AIKHN AITUG AJBFU AJOXV ALMA_UNASSIGNED_HOLDINGS AMFUW AMRAJ AOUOD APLSM ARUGR ASPBG AVWKF AXJTR AZFZN BJAXD BKOJK BLXMC CS3 DU5 EBS EFJIC EFLBG EJD EO8 EO9 EP2 EP3 F0J FDB FEDTE FGOYB FIRID FNPLU FYGXN G-Q GBLVA GBOLZ HAMUX HLZ HVGLF HZ~ IHE J1W JJJVA K-O KOM LG9 LY1 M41 MHUIS MO0 N9A O-L O9- OAUVE OZT P-8 P-9 P2P PC. Q38 R2- RIG ROL RPZ SBC SDF SDG SDP SDS SES SEW SPC SPCBC SSB SSD SST SSV SSW SSZ T5K TN5 VH1 WH7 WUQ XPP ZMT ~02 ~G- ABPIF ABPTK IQODW AAXKI AAYXX AFJKZ AKRWK CITATION |
| ID | FETCH-LOGICAL-c402t-f0eea5f188bbe94b520ddbcb53181a1a7e35a8a999eab8fddb683733021431163 |
| IEDL.DBID | .~1 |
| ISSN | 0165-0114 |
| IngestDate | Thu Sep 26 15:29:09 EDT 2024 Sun Oct 29 17:09:05 EDT 2023 Fri Feb 23 02:27:23 EST 2024 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 2 |
| Keywords | Fuzzy modelling Unsupervised learning Fuzzy clustering Functional System identification Fuzzy algorithm Fuzzy set Input output model |
| Language | English |
| License | CC BY 4.0 |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c402t-f0eea5f188bbe94b520ddbcb53181a1a7e35a8a999eab8fddb683733021431163 |
| PageCount | 10 |
| ParticipantIDs | crossref_primary_10_1016_S0165_0114_97_00276_5 pascalfrancis_primary_1984263 elsevier_sciencedirect_doi_10_1016_S0165_0114_97_00276_5 |
| PublicationCentury | 1900 |
| PublicationDate | 1999-09-01 |
| PublicationDateYYYYMMDD | 1999-09-01 |
| PublicationDate_xml | – month: 09 year: 1999 text: 1999-09-01 day: 01 |
| PublicationDecade | 1990 |
| PublicationPlace | Amsterdam |
| PublicationPlace_xml | – name: Amsterdam |
| PublicationTitle | Fuzzy sets and systems |
| PublicationYear | 1999 |
| Publisher | Elsevier B.V Elsevier |
| Publisher_xml | – name: Elsevier B.V – name: Elsevier |
| References | Krishnapuram, Lee (BIB24) 1992; 46 Dubois, Prade (BIB13) 1992; 61 Berenji, Khedkar (BIB3) 1993 Sugeno, Tanaka (BIB34) 1991; 42 Nomura, Hayashi, Wakami (BIB30) 1991 Delgado, Gómez-Skarmeta, Vila (BIB10) 1995 Sin, deFigueiredo (BIB33) 1993 Bezdek (BIB4) 1981 Wang, Mendel (BIB40) 1992 Gath, Geva (BIB14) 1989; 11 Nie, Linkens (BIB29) 1993; 1 Babuska, Verbruggen (BIB2) 1995 Pedrycz (BIB31) 1984; 13 Krayiannis (BIB21) 1994 (BIB5) 1992 Yager, Filev (BIB43) 1993; 23 Dickerson, Kosko (BIB12) 1996; 26 Takagi, Sugeno (BIB36) 1985; SMC-15 Herrera, Lozano, Verdegay (BIB17) 1995; 12 Zimmermann, Zysno (BIB45) 1980; 4 Delgado, Vila, Gómez-Skarmeta (BIB11) 1994 Nakanishi, Turksen, Sugeno (BIB28) 1992; 57 Yager, Filev (BIB42) 1993 Koczy, Hirota (BIB20) 1993; 59 Sugeno, Yasukawa (BIB35) 1993; 1 Langari, Wang (BIB26) 1996; 79 Ishibuchi, Nozaki, Yamamoto, Tanaka (BIB18) 1995; 3 Simpson, Jahns (BIB32) 1993 Yager, Filev (BIB41) 1993 Delgado, Gómez-Skarmeta, Martín (BIB8) 1995 Chiu (BIB7) 1994 Gustafson, Kessel (BIB16) 1979 Wang, Langari (BIB39) 1996; 26 Bezdek, Tsao, Pal (BIB6) 1992 Klawonn, Kruse (BIB19) 1997; 85 Yoshinari, Pedrycz, Hirota (BIB44) 1993; 54 Delgado, Gómez-Skarmeta, Martín (BIB9) 1996 Guély, Siarry (BIB15) 1994; 62 Kroll (BIB25) 1996; 80 Vourimaa (BIB37) 1994; 66 Wang (BIB38) 1993 Mamdani (BIB27) 1976; 8 Krishnapuram (BIB22) 1994; vol. 2 Babuska, Verbruggen (BIB1) 1994 Krishnapuram, Keller (BIB23) 1993; 1 Koczy (10.1016/S0165-0114(97)00276-5_BIB20) 1993; 59 Berenji (10.1016/S0165-0114(97)00276-5_BIB3) 1993 Gustafson (10.1016/S0165-0114(97)00276-5_BIB16) 1979 Sugeno (10.1016/S0165-0114(97)00276-5_BIB34) 1991; 42 Wang (10.1016/S0165-0114(97)00276-5_BIB38) 1993 Guély (10.1016/S0165-0114(97)00276-5_BIB15) 1994; 62 Wang (10.1016/S0165-0114(97)00276-5_BIB39) 1996; 26 Simpson (10.1016/S0165-0114(97)00276-5_BIB32) 1993 Babuska (10.1016/S0165-0114(97)00276-5_BIB2) 1995 Bezdek (10.1016/S0165-0114(97)00276-5_BIB4) 1981 Ishibuchi (10.1016/S0165-0114(97)00276-5_BIB18) 1995; 3 Wang (10.1016/S0165-0114(97)00276-5_BIB40) 1992 Yager (10.1016/S0165-0114(97)00276-5_BIB43) 1993; 23 Langari (10.1016/S0165-0114(97)00276-5_BIB26) 1996; 79 Delgado (10.1016/S0165-0114(97)00276-5_BIB10) 1995 Delgado (10.1016/S0165-0114(97)00276-5_BIB8) 1995 Sin (10.1016/S0165-0114(97)00276-5_BIB33) 1993 Yager (10.1016/S0165-0114(97)00276-5_BIB41) 1993 Krayiannis (10.1016/S0165-0114(97)00276-5_BIB21) 1994 Sugeno (10.1016/S0165-0114(97)00276-5_BIB35) 1993; 1 Dubois (10.1016/S0165-0114(97)00276-5_BIB13) 1992; 61 Nakanishi (10.1016/S0165-0114(97)00276-5_BIB28) 1992; 57 Takagi (10.1016/S0165-0114(97)00276-5_BIB36) 1985; SMC-15 Chiu (10.1016/S0165-0114(97)00276-5_BIB7) 1994 Babuska (10.1016/S0165-0114(97)00276-5_BIB1) 1994 Mamdani (10.1016/S0165-0114(97)00276-5_BIB27) 1976; 8 Nomura (10.1016/S0165-0114(97)00276-5_BIB30) 1991 Klawonn (10.1016/S0165-0114(97)00276-5_BIB19) 1997; 85 Gath (10.1016/S0165-0114(97)00276-5_BIB14) 1989; 11 Herrera (10.1016/S0165-0114(97)00276-5_BIB17) 1995; 12 Krishnapuram (10.1016/S0165-0114(97)00276-5_BIB23) 1993; 1 Krishnapuram (10.1016/S0165-0114(97)00276-5_BIB22) 1994; vol. 2 Pedrycz (10.1016/S0165-0114(97)00276-5_BIB31) 1984; 13 Vourimaa (10.1016/S0165-0114(97)00276-5_BIB37) 1994; 66 Delgado (10.1016/S0165-0114(97)00276-5_BIB11) 1994 Nie (10.1016/S0165-0114(97)00276-5_BIB29) 1993; 1 Zimmermann (10.1016/S0165-0114(97)00276-5_BIB45) 1980; 4 (10.1016/S0165-0114(97)00276-5_BIB5) 1992 Krishnapuram (10.1016/S0165-0114(97)00276-5_BIB24) 1992; 46 Yoshinari (10.1016/S0165-0114(97)00276-5_BIB44) 1993; 54 Delgado (10.1016/S0165-0114(97)00276-5_BIB9) 1996 Bezdek (10.1016/S0165-0114(97)00276-5_BIB6) 1992 Kroll (10.1016/S0165-0114(97)00276-5_BIB25) 1996; 80 Yager (10.1016/S0165-0114(97)00276-5_BIB42) 1993 Dickerson (10.1016/S0165-0114(97)00276-5_BIB12) 1996; 26 |
| References_xml | – volume: SMC-15 start-page: 116 year: 1985 end-page: 132 ident: BIB36 article-title: Fuzzy identification of systems and its applications to modeling and control publication-title: IEEE Trans. Systems Man Cybernet. contributor: fullname: Sugeno – year: 1996 ident: BIB9 article-title: Using fuzzy clusters to model fuzzy systems in a descriptive approach publication-title: Proc. Information Processing and Management of Uncertainty in Knowledge-Based Systems IPMU'96 contributor: fullname: Martín – volume: 12 start-page: 299 year: 1995 end-page: 315 ident: BIB17 article-title: Tuning fuzzy logic controllers by genetic algorithms publication-title: Internat. J. Approximate Reasoning contributor: fullname: Verdegay – start-page: 1967 year: 1993 end-page: 1972 ident: BIB32 article-title: Fuzzy min-max neural networks for function approximation publication-title: Proc. IEEE Internat. Conf. on Fuzzy Systems contributor: fullname: Jahns – start-page: 528 year: 1994 end-page: 533 ident: BIB11 article-title: An unsupervised learning procedure to obtain a classification from a hierarchical clustering publication-title: Proc. 2nd European Congr. on Fuzzy and Intelligent Technologies and Soft Computing contributor: fullname: Gómez-Skarmeta – volume: 26 start-page: 542 year: 1996 end-page: 560 ident: BIB12 article-title: Fuzzy function approximation with ellipsoidal rules publication-title: IEEE Trans. Systems Man Cybernet. contributor: fullname: Kosko – year: 1995 ident: BIB2 article-title: A new identification method for linguistic fuzzy models publication-title: Proc. FUZZ-IEEE/IFES'95 contributor: fullname: Verbruggen – volume: 57 start-page: 257 year: 1992 end-page: 294 ident: BIB28 article-title: A review and comparison of six reasoning methods publication-title: Fuzzy Sets and Systems contributor: fullname: Sugeno – volume: 1 start-page: 98 year: 1993 end-page: 110 ident: BIB23 article-title: A possibilistic approach to clustering publication-title: IEEE Trans. Fuzzy Systems contributor: fullname: Keller – volume: 61 start-page: 103 year: 1992 end-page: 122 ident: BIB13 article-title: Gradual inference rules in approximate reasoning publication-title: Inform. Sci. contributor: fullname: Prade – start-page: 1035 year: 1992 end-page: 1043 ident: BIB6 article-title: Fuzzy Kohonen clustering networks publication-title: Proc. 1st IEEE Conf. on Fuzzy Systems contributor: fullname: Pal – volume: 42 start-page: 315 year: 1991 end-page: 334 ident: BIB34 article-title: Successive identification of a fuzzy model and its applications to prediction of a complex system publication-title: Fuzzy Sets and Systems contributor: fullname: Tanaka – volume: 80 start-page: 149 year: 1996 end-page: 158 ident: BIB25 article-title: Identification of functional fuzzy models using multidimensional reference fuzzy sets publication-title: Fuzzy Sets and Systems contributor: fullname: Kroll – volume: 1 start-page: 280 year: 1993 end-page: 287 ident: BIB29 article-title: Learning control using fuzzified self-organizing radial basis function network publication-title: IEEE Trans. Fuzzy Systems contributor: fullname: Linkens – volume: 13 start-page: 153 year: 1984 end-page: 167 ident: BIB31 article-title: An identification algorithm in fuzzy relational systems publication-title: Fuzzy Sets and Systems contributor: fullname: Pedrycz – start-page: 1409 year: 1992 end-page: 1416 ident: BIB40 article-title: Back-propagation fuzzy systems as nonlinear dynamic system identifiers publication-title: Proc. IEEE Internat. Conf. on Fuzzy Systems contributor: fullname: Mendel – year: 1992 ident: BIB5 publication-title: Fuzzy Models for Pattern Recognition – start-page: 810 year: 1995 end-page: 814 ident: BIB8 article-title: Generating fuzzy rules using clustering based approach publication-title: Proc. 3rd European Congress on Fuzzy and Intelligent Technologies and Soft Computing contributor: fullname: Martín – volume: 8 start-page: 669 year: 1976 end-page: 678 ident: BIB27 article-title: Advances in the linguistic synthesis of fuzzy controllers publication-title: Int. J. Man-Machine Studies contributor: fullname: Mamdani – year: 1981 ident: BIB4 article-title: Pattern Recognition with Fuzzy Objective Function Algorithms contributor: fullname: Bezdek – start-page: 155 year: 1991 end-page: 158 ident: BIB30 article-title: A self-tuning method of fuzzy control by descent method contributor: fullname: Wakami – start-page: 761 year: 1979 end-page: 766 ident: BIB16 article-title: Fuzzy clustering with a fuzzy covariance matrix publication-title: Proc. IEEE Internat. Conf. on Fuzzy Systems contributor: fullname: Kessel – volume: 46 start-page: 11 year: 1992 end-page: 27 ident: BIB24 article-title: Fuzzy connective-based hierarchical aggregation networks for decision making publication-title: Fuzzy Sets and Systems contributor: fullname: Lee – volume: 85 start-page: 177 year: 1997 end-page: 193 ident: BIB19 article-title: Constructing a fuzzy controller from data publication-title: Fuzzy Sets and Systems contributor: fullname: Kruse – start-page: 1240 year: 1994 end-page: 1245 ident: BIB7 article-title: A cluster estimation method with extension to fuzzy model identification publication-title: Proc. IEEE Internat. Conf. on Fuzzy Systems contributor: fullname: Chiu – start-page: 630 year: 1994 end-page: 1648 ident: BIB21 article-title: MECA: maximum entropy clustering algorithm publication-title: Proc. IEEE contributor: fullname: Krayiannis – volume: 54 start-page: 157 year: 1993 end-page: 165 ident: BIB44 article-title: Construction of fuzzy models through clustering techniques publication-title: Fuzzy Sets and Systems contributor: fullname: Hirota – start-page: 190 year: 1993 end-page: 195 ident: BIB33 article-title: Fuzzy system designing through fuzzy clustering and optimal predefuzzification publication-title: Proc. IEEE Internat. Conf. on Fuzzy Systems contributor: fullname: deFigueiredo – volume: 1 start-page: 7 year: 1993 end-page: 31 ident: BIB35 article-title: A fuzzy-logic-based approach to qualitative modeling publication-title: IEEE Trans. Fuzzy Systems contributor: fullname: Yasukawa – start-page: 1807 year: 1995 end-page: 1812 ident: BIB10 article-title: Hierarchical clustering to validate fuzzy clustering publication-title: Proc. IEEE Internat. Conf. on Fuzzy Systems contributor: fullname: Vila – volume: 3 start-page: 260 year: 1995 end-page: 270 ident: BIB18 article-title: Selecting fuzzy if-then rules for classification problems using genetic algorithms publication-title: IEEE Trans. Fuzzy Systems contributor: fullname: Tanaka – volume: 79 start-page: 141 year: 1996 end-page: 150 ident: BIB26 article-title: Fuzzy models, modular networks, and hybrid learning publication-title: Fuzzy Sets and Systems contributor: fullname: Wang – volume: 11 start-page: 773 year: 1989 end-page: 781 ident: BIB14 article-title: Unsupervised optimal fuzzy clustering publication-title: IEEE Trans. Pattern Anal. Machine Intell. contributor: fullname: Geva – start-page: 13 year: 1993 end-page: 17 ident: BIB38 article-title: Training of fuzzy logic systems using nearest neighborhood clustering publication-title: Proc. IEEE Internat. Conf. on Fuzzy Systems contributor: fullname: Wang – volume: 23 start-page: 1198 year: 1993 end-page: 1205 ident: BIB43 article-title: Unified structure and parameter identification of fuzzy models publication-title: IEEE Trans. System Man Cybernet. contributor: fullname: Filev – volume: 4 start-page: 37 year: 1980 end-page: 51 ident: BIB45 article-title: Latent connective in human decision making publication-title: Fuzzy Sets and Systems contributor: fullname: Zysno – start-page: 1402 year: 1993 end-page: 1407 ident: BIB3 article-title: Clustering in product space for fuzzy inference publication-title: Proc. IEEE Internat. Conf. on Fuzzy Systems contributor: fullname: Khedkar – volume: 59 start-page: 281 year: 1993 end-page: 293 ident: BIB20 article-title: Ordering, distance and closeness of fuzzy sets publication-title: Fuzzy Sets and Systems contributor: fullname: Hirota – year: 1994 ident: BIB1 article-title: Applied fuzzy modeling publication-title: Proc. IFAC Congress AIRTC contributor: fullname: Verbruggen – year: 1993 ident: BIB41 article-title: Generation of fuzzy rules by mountain clustering publication-title: Tech. Report MII-1318 contributor: fullname: Filev – volume: 62 start-page: 277 year: 1994 end-page: 285 ident: BIB15 article-title: A centred formulation of Takagi-Sugeno rules for improved learning efficiency publication-title: Fuzzy Sets and Systems contributor: fullname: Siarry – volume: 66 start-page: 223 year: 1994 end-page: 231 ident: BIB37 article-title: Fuzzy self-organizing map publication-title: Fuzzy Sets and Systems contributor: fullname: Vourimaa – year: 1993 ident: BIB42 article-title: Template based fuzzy systems modeling publication-title: Tech. Report MII-1310 contributor: fullname: Filev – volume: 26 start-page: 100 year: 1996 end-page: 106 ident: BIB39 article-title: Complex systems modeling via fuzzy logic publication-title: IEEE Trans. System Man Cybernet. contributor: fullname: Langari – volume: vol. 2 start-page: 902 year: 1994 end-page: 908 ident: BIB22 article-title: Generation of membership functions via possibilistic clustering publication-title: IEEE World Congr., on Computational Intelligence contributor: fullname: Krishnapuram – volume: 12 start-page: 299 year: 1995 ident: 10.1016/S0165-0114(97)00276-5_BIB17 article-title: Tuning fuzzy logic controllers by genetic algorithms publication-title: Internat. J. Approximate Reasoning doi: 10.1016/0888-613X(94)00033-Y contributor: fullname: Herrera – year: 1993 ident: 10.1016/S0165-0114(97)00276-5_BIB42 article-title: Template based fuzzy systems modeling publication-title: Tech. Report MII-1310 contributor: fullname: Yager – volume: 11 start-page: 773 year: 1989 ident: 10.1016/S0165-0114(97)00276-5_BIB14 article-title: Unsupervised optimal fuzzy clustering publication-title: IEEE Trans. Pattern Anal. Machine Intell. doi: 10.1109/34.192473 contributor: fullname: Gath – start-page: 13 year: 1993 ident: 10.1016/S0165-0114(97)00276-5_BIB38 article-title: Training of fuzzy logic systems using nearest neighborhood clustering contributor: fullname: Wang – start-page: 1240 year: 1994 ident: 10.1016/S0165-0114(97)00276-5_BIB7 article-title: A cluster estimation method with extension to fuzzy model identification contributor: fullname: Chiu – start-page: 1967 year: 1993 ident: 10.1016/S0165-0114(97)00276-5_BIB32 article-title: Fuzzy min-max neural networks for function approximation contributor: fullname: Simpson – year: 1994 ident: 10.1016/S0165-0114(97)00276-5_BIB1 article-title: Applied fuzzy modeling contributor: fullname: Babuska – volume: 85 start-page: 177 year: 1997 ident: 10.1016/S0165-0114(97)00276-5_BIB19 article-title: Constructing a fuzzy controller from data publication-title: Fuzzy Sets and Systems doi: 10.1016/0165-0114(95)00350-9 contributor: fullname: Klawonn – volume: vol. 2 start-page: 902 year: 1994 ident: 10.1016/S0165-0114(97)00276-5_BIB22 article-title: Generation of membership functions via possibilistic clustering contributor: fullname: Krishnapuram – volume: 54 start-page: 157 year: 1993 ident: 10.1016/S0165-0114(97)00276-5_BIB44 article-title: Construction of fuzzy models through clustering techniques publication-title: Fuzzy Sets and Systems doi: 10.1016/0165-0114(93)90273-K contributor: fullname: Yoshinari – start-page: 630 year: 1994 ident: 10.1016/S0165-0114(97)00276-5_BIB21 article-title: MECA: maximum entropy clustering algorithm contributor: fullname: Krayiannis – year: 1993 ident: 10.1016/S0165-0114(97)00276-5_BIB41 article-title: Generation of fuzzy rules by mountain clustering publication-title: Tech. Report MII-1318 contributor: fullname: Yager – volume: 59 start-page: 281 year: 1993 ident: 10.1016/S0165-0114(97)00276-5_BIB20 article-title: Ordering, distance and closeness of fuzzy sets publication-title: Fuzzy Sets and Systems doi: 10.1016/0165-0114(93)90473-U contributor: fullname: Koczy – volume: 80 start-page: 149 year: 1996 ident: 10.1016/S0165-0114(97)00276-5_BIB25 article-title: Identification of functional fuzzy models using multidimensional reference fuzzy sets publication-title: Fuzzy Sets and Systems doi: 10.1016/0165-0114(95)00140-9 contributor: fullname: Kroll – volume: SMC-15 start-page: 116 issue: 1 year: 1985 ident: 10.1016/S0165-0114(97)00276-5_BIB36 article-title: Fuzzy identification of systems and its applications to modeling and control publication-title: IEEE Trans. Systems Man Cybernet. doi: 10.1109/TSMC.1985.6313399 contributor: fullname: Takagi – volume: 62 start-page: 277 year: 1994 ident: 10.1016/S0165-0114(97)00276-5_BIB15 article-title: A centred formulation of Takagi-Sugeno rules for improved learning efficiency publication-title: Fuzzy Sets and Systems doi: 10.1016/0165-0114(94)90111-2 contributor: fullname: Guély – start-page: 1409 year: 1992 ident: 10.1016/S0165-0114(97)00276-5_BIB40 article-title: Back-propagation fuzzy systems as nonlinear dynamic system identifiers contributor: fullname: Wang – volume: 4 start-page: 37 year: 1980 ident: 10.1016/S0165-0114(97)00276-5_BIB45 article-title: Latent connective in human decision making publication-title: Fuzzy Sets and Systems doi: 10.1016/0165-0114(80)90062-7 contributor: fullname: Zimmermann – volume: 1 start-page: 98 issue: 2 year: 1993 ident: 10.1016/S0165-0114(97)00276-5_BIB23 article-title: A possibilistic approach to clustering publication-title: IEEE Trans. Fuzzy Systems doi: 10.1109/91.227387 contributor: fullname: Krishnapuram – volume: 1 start-page: 7 issue: 1 year: 1993 ident: 10.1016/S0165-0114(97)00276-5_BIB35 article-title: A fuzzy-logic-based approach to qualitative modeling publication-title: IEEE Trans. Fuzzy Systems doi: 10.1109/TFUZZ.1993.390281 contributor: fullname: Sugeno – start-page: 1035 year: 1992 ident: 10.1016/S0165-0114(97)00276-5_BIB6 article-title: Fuzzy Kohonen clustering networks contributor: fullname: Bezdek – start-page: 190 year: 1993 ident: 10.1016/S0165-0114(97)00276-5_BIB33 article-title: Fuzzy system designing through fuzzy clustering and optimal predefuzzification contributor: fullname: Sin – start-page: 1402 year: 1993 ident: 10.1016/S0165-0114(97)00276-5_BIB3 article-title: Clustering in product space for fuzzy inference contributor: fullname: Berenji – start-page: 528 year: 1994 ident: 10.1016/S0165-0114(97)00276-5_BIB11 article-title: An unsupervised learning procedure to obtain a classification from a hierarchical clustering contributor: fullname: Delgado – start-page: 155 year: 1991 ident: 10.1016/S0165-0114(97)00276-5_BIB30 article-title: A self-tuning method of fuzzy control by descent method contributor: fullname: Nomura – year: 1992 ident: 10.1016/S0165-0114(97)00276-5_BIB5 – volume: 3 start-page: 260 issue: 3 year: 1995 ident: 10.1016/S0165-0114(97)00276-5_BIB18 article-title: Selecting fuzzy if-then rules for classification problems using genetic algorithms publication-title: IEEE Trans. Fuzzy Systems doi: 10.1109/91.413232 contributor: fullname: Ishibuchi – volume: 61 start-page: 103 year: 1992 ident: 10.1016/S0165-0114(97)00276-5_BIB13 article-title: Gradual inference rules in approximate reasoning publication-title: Inform. Sci. doi: 10.1016/0020-0255(92)90035-7 contributor: fullname: Dubois – volume: 8 start-page: 669 year: 1976 ident: 10.1016/S0165-0114(97)00276-5_BIB27 article-title: Advances in the linguistic synthesis of fuzzy controllers publication-title: Int. J. Man-Machine Studies doi: 10.1016/S0020-7373(76)80028-4 contributor: fullname: Mamdani – year: 1981 ident: 10.1016/S0165-0114(97)00276-5_BIB4 contributor: fullname: Bezdek – volume: 26 start-page: 542 issue: 4 year: 1996 ident: 10.1016/S0165-0114(97)00276-5_BIB12 article-title: Fuzzy function approximation with ellipsoidal rules publication-title: IEEE Trans. Systems Man Cybernet. doi: 10.1109/3477.517030 contributor: fullname: Dickerson – volume: 57 start-page: 257 year: 1992 ident: 10.1016/S0165-0114(97)00276-5_BIB28 article-title: A review and comparison of six reasoning methods publication-title: Fuzzy Sets and Systems doi: 10.1016/0165-0114(93)90024-C contributor: fullname: Nakanishi – volume: 13 start-page: 153 year: 1984 ident: 10.1016/S0165-0114(97)00276-5_BIB31 article-title: An identification algorithm in fuzzy relational systems publication-title: Fuzzy Sets and Systems doi: 10.1016/0165-0114(84)90015-0 contributor: fullname: Pedrycz – volume: 23 start-page: 1198 year: 1993 ident: 10.1016/S0165-0114(97)00276-5_BIB43 article-title: Unified structure and parameter identification of fuzzy models publication-title: IEEE Trans. System Man Cybernet. doi: 10.1109/21.247902 contributor: fullname: Yager – volume: 1 start-page: 280 issue: 4 year: 1993 ident: 10.1016/S0165-0114(97)00276-5_BIB29 article-title: Learning control using fuzzified self-organizing radial basis function network publication-title: IEEE Trans. Fuzzy Systems doi: 10.1109/91.251928 contributor: fullname: Nie – start-page: 1807 year: 1995 ident: 10.1016/S0165-0114(97)00276-5_BIB10 article-title: Hierarchical clustering to validate fuzzy clustering contributor: fullname: Delgado – volume: 42 start-page: 315 year: 1991 ident: 10.1016/S0165-0114(97)00276-5_BIB34 article-title: Successive identification of a fuzzy model and its applications to prediction of a complex system publication-title: Fuzzy Sets and Systems doi: 10.1016/0165-0114(91)90110-C contributor: fullname: Sugeno – year: 1996 ident: 10.1016/S0165-0114(97)00276-5_BIB9 article-title: Using fuzzy clusters to model fuzzy systems in a descriptive approach contributor: fullname: Delgado – volume: 46 start-page: 11 year: 1992 ident: 10.1016/S0165-0114(97)00276-5_BIB24 article-title: Fuzzy connective-based hierarchical aggregation networks for decision making publication-title: Fuzzy Sets and Systems doi: 10.1016/0165-0114(92)90263-4 contributor: fullname: Krishnapuram – start-page: 810 year: 1995 ident: 10.1016/S0165-0114(97)00276-5_BIB8 article-title: Generating fuzzy rules using clustering based approach contributor: fullname: Delgado – year: 1995 ident: 10.1016/S0165-0114(97)00276-5_BIB2 article-title: A new identification method for linguistic fuzzy models contributor: fullname: Babuska – volume: 26 start-page: 100 year: 1996 ident: 10.1016/S0165-0114(97)00276-5_BIB39 article-title: Complex systems modeling via fuzzy logic publication-title: IEEE Trans. System Man Cybernet. doi: 10.1109/3477.484441 contributor: fullname: Wang – volume: 79 start-page: 141 year: 1996 ident: 10.1016/S0165-0114(97)00276-5_BIB26 article-title: Fuzzy models, modular networks, and hybrid learning publication-title: Fuzzy Sets and Systems doi: 10.1016/0165-0114(95)00151-4 contributor: fullname: Langari – volume: 66 start-page: 223 year: 1994 ident: 10.1016/S0165-0114(97)00276-5_BIB37 article-title: Fuzzy self-organizing map publication-title: Fuzzy Sets and Systems doi: 10.1016/0165-0114(94)90312-3 contributor: fullname: Vourimaa – start-page: 761 year: 1979 ident: 10.1016/S0165-0114(97)00276-5_BIB16 article-title: Fuzzy clustering with a fuzzy covariance matrix contributor: fullname: Gustafson |
| SSID | ssj0001160 |
| Score | 2.089898 |
| Snippet | In this work we present an alternative approach to generate fuzzy rules with a functional consequent associated to the TSK fuzzy model. In our case, using... |
| SourceID | crossref pascalfrancis elsevier |
| SourceType | Aggregation Database Index Database Publisher |
| StartPage | 179 |
| SubjectTerms | Applied sciences Computer science; control theory; systems Control theory. Systems Exact sciences and technology Fuzzy clustering Fuzzy modelling Mathematics Modelling and identification Multivariate analysis Probability and statistics Sciences and techniques of general use Statistics Unsupervised learning |
| Title | About the use of fuzzy clustering techniques for fuzzy model identification |
| URI | https://dx.doi.org/10.1016/S0165-0114(97)00276-5 |
| Volume | 106 |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV07a8MwEBYhXVpK6ZO-EjR0aAcndmzZ0hhCQ9qQLG0gm5FkCQIlCbU9NEN_e0-y8hpKoaseZ_NJuvsO3Z0QeuhowhgPicdEknkRUaAHIwFELvYzygiXTJoE59E4Hkyi1ymZ1lBvnQtjwiqd7q90utXWrqXt0GwvZ7P2m0nEMXSeJca3ik2ieQTmD_Z063sb5hEENlPYDPbM6G0WTyXBNj6y5MkK8chv9ul4yXNATVfPXezYoP4pOnHkEXer_ztDNTU_R0ejTeXV_AINzT1OgaEFl7nCC411uVp9YflRmpIIYKjwpmxrjoGxun77Ig6eZS54yK7XJZr0n997A889mOBJcAMLT_tKcaIDSoVQLBKk42eZkALOGQ14wBMVEk45cELFBdXQF4N_GoambloIQIVXqD5fzNU1wlqEkQxiKcFRjRgQBc0Z7wTKB6lSx-QGtdYwpcuqLka6EzAWk9TgmtrbbcA1hQl0DWa6t8Ap6O6_pjb2wN9-kFFTb_72_6Lv0GFVh8EEjd2jevFZqgawjEI07TZqooPuy3Aw_gGcMM0U |
| link.rule.ids | 315,783,787,4509,24128,27936,27937,45597,45691 |
| linkProvider | Elsevier |
| linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV07T8MwELZKGQAhxFO8Ch4YYEibNHESj6iiKvSx0ErdLNuxpUqorUgy0IHfztlJXwNCYrXjS_TZOX8n331G6KGpCaXcJw4VUeIERIEfDAQQudBNYkq4pNIUOPcHYWcUvI3JuIJay1oYk1ZZ-v7Cp1tvXbY0SjQb88mk8W4KcQydp5GJrUKyg3YDw49hUde_13kenmdLhc3Tjnl8XcZTmLCNjzR6slYc8tsGdTjnKcCmi_suNjah9jE6Ktkjfi4-8ARV1PQUHfRX0qvpGeqag5wMQwvOU4VnGut8sfjC8iM3mgiwU-GVbmuKgbKW_fZKHDxJyuwhO2HnaNR-GbY6TnljgiMhDswc7SrFifbiWAhFA0GabpIIKeBHiz3u8Uj5hMccSKHiItbQF0KA6vtGOM0HoPwLVJ3OpuoSYS38QHqhlBCpBhSYguaUNz3lglWpQ3KF6kuY2LwQxmAbGWMhYQZXZo-3AVcGA-IlmGxrhhk477-G1rbAX7-QxkZw_vr_pu_RXmfY77He66B7g_YLUQaTQXaLqtlnrmpAOTJxZ5fUD5h1zq0 |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=About+the+use+of+fuzzy+clustering+techniques+for+fuzzy+model+identification&rft.jtitle=Fuzzy+sets+and+systems&rft.au=G%C3%B3mez-Skarmeta%2C+A.F.&rft.au=Delgado%2C+M.&rft.au=Vila%2C+M.A.&rft.date=1999-09-01&rft.issn=0165-0114&rft.volume=106&rft.issue=2&rft.spage=179&rft.epage=188&rft_id=info:doi/10.1016%2FS0165-0114%2897%2900276-5&rft.externalDBID=n%2Fa&rft.externalDocID=10_1016_S0165_0114_97_00276_5 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0165-0114&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0165-0114&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0165-0114&client=summon |